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Similarity measures of Pythagorean fuzzy sets based on the cosine function and their applications.

Authors :
Guiwu Wei
Yu Wei
Source :
International Journal of Intelligent Systems; Mar2018, Vol. 33 Issue 3, p634-652, 19p
Publication Year :
2018

Abstract

In this paper, we presented 10 similarity measures between Pythagorean fuzzy sets (PFSs) based on the cosine function by considering the degree of membership, degree of nonmembership and degree of hesitation in PFSs. Then, we applied these similarity measures and weighted similarity measures between PFSs to pattern recognition and medical diagnosis. Finally, two illustrative examples are given to demonstrate the efficiency of the similarity measures for pattern recognition and medical diagnosis. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
08848173
Volume :
33
Issue :
3
Database :
Complementary Index
Journal :
International Journal of Intelligent Systems
Publication Type :
Academic Journal
Accession number :
127782410
Full Text :
https://doi.org/10.1002/int.21965